Picture for Anna Guo

Anna Guo

Average Causal Effect Estimation in DAGs with Hidden Variables: Extensions of Back-Door and Front-Door Criteria

Add code
Sep 06, 2024
Viaarxiv icon

Targeted Machine Learning for Average Causal Effect Estimation Using the Front-Door Functional

Add code
Dec 15, 2023
Viaarxiv icon

Sufficient Identification Conditions and Semiparametric Estimation under Missing Not at Random Mechanisms

Add code
Jun 10, 2023
Viaarxiv icon